— Agents / Defect Intelligence Agent

Defect Intelligence Agent

From defect detection to root-cause intelligence

Detect defects before they become costly failures.

AI that understands images, inspection reports, service records, warranty claims and historical defects to identify, classify and predict defects across every vehicle, component and process. Every observation is ruled OK or NOT OK, with the reasoning retained.

FIR / PCR / PIC — FIELD REPORTS FIR×214 PCR×168 PIC×97 READ OK 431 observations NOT OK 48 observations ROOT CAUSE ANALYSIS ONE ROOT CAUSE
FIG. 02 — many observations, written many ways, one cause

— What it does

  1. 01 Vision

    Visual Defect Detection

    Identify dents, scratches, cracks, corrosion, paint defects, assembly issues and other anomalies from images and video.

  2. 02 Documents

    Multi-Document Intelligence

    Correlate inspection reports, repair orders, invoices, warranty claims and service histories as one population.

  3. 03 Root cause

    Root-Cause Analysis

    Connect recurring defects to components, suppliers, models, batches, locations and production processes.

  4. 04 History

    Historical Intelligence

    Learn from millions of past inspections and claims to identify recurring defect patterns.

  5. 05 Prediction

    Predictive Quality Intelligence

    Surface emerging defect trends before they become widespread failures or warranty costs.

  6. 06 Evidence

    Explainable Insights

    Show what was detected, why it matters and the evidence behind every finding.

Don’t just detect defects. Understand why they happen — and stop them from recurring.

— Return

Safety & Reliability
Root cause on failed parts, far sooner

Safety and reliability teams reach RCA on a failed part much faster, because the observations, inspection reports and service history behind it are already read, classified and connected.

Baseline: investigation assembled by hand, one case at a time.

Turning every inspection into actionable quality intelligence

— Start here

Your closed claims are an answer key. Let us be graded against them.

Send us nothing. We send you one file, your own IT runs it offline against a single export of closed claims, and you keep what it finds either way.